Artificial Intelligent Algorithms for Image Dehazing and Non-uniform Illumination Enhancement - Couverture rigide

Sharma, Teena; Verma, Nishchal K.

 
9789819720101: Artificial Intelligent Algorithms for Image Dehazing and Non-uniform Illumination Enhancement
Couverture rigide
ISBN 10 : 9819720109 ISBN 13 : 9789819720101
Editeur : Springer Nature, 2024

Synopsis

This book offers a detailed insight of Artificial Intelligence (AI) algorithms for image dehazing and non-uniform illumination enhancement. In this book, various image enhancement techniques under hazy and non-uniform illumination conditions are discussed. The book specifically provides a detail on how to approach image enhancement under different outdoor conditions using AI tools. The biggest benefit a reader would accrue is to get exposed to the various aspects one should take care while working with digital images. The book also includes multiple inventions which were recently introduced by the authors for image enhancement and reviews the state of the art in respective subject matters.

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À propos de l?auteur

Dr. Teena Sharma is an Assistant Professor at the Mehta Family School of Data Science and Artificial Intelligence (MFSDS&AI), Indian Institute of Technology Guwahati, India. Dr. Sharma worked as a Postdoctoral Scholar at the University of Tennessee, Memphis, Tennessee, USA. Dr. Sharma received her Ph.D. degree in Electrical Engineering from the Indian Institute of Technology Kanpur, India. Dr. Sharma's research interests are Artificial Intelligence, Machine Learning, and Deep Learning Algorithms and their applications to Computer Vision: Object detection, Classification, Identification, Recognition, Image enhancement, Image matching; Equitable Precision Medicine: Transfer learning, Meta-learning, Few-shot learning; and Condition-based Monitoring: Fault diagnosis and Remaining useful life prediction. Dr. Sharma is also serving as an Associate Editor for the IEEE Transactions on Artificial Intelligence.

Dr. Nishchal K Verma (SM'13) is a Professor in the Department of Electrical Engineering at the Indian Institute of Technology Kanpur, India. He obtained his Ph.D. in Electrical Engineering from the Indian

Institute of Technology Delhi, India. Dr. Verma's research expertise falls under Artificial Intelligence (AI) related theories and its applications to many inter-disciplinary domains but not limited to machine learning, deep learning, computer vision, prognosis and health management, bioinformatics, cyber-physical systems, complex and highly non-linear systems modeling, etc. He has published more than 250 research papers and 4 Books (edited/ co-authored) in the field of AI. He has successfully completed 23 projects from various funding agencies such as The BOEING Company, USA, DST, DRDO, JCBCAT, MHRD, SERB, CSIR, IIT Kanpur, MCIT, SFTIG, VTOL, etc. He has been serving as Associate Editor of IEEE Transactions on Artificial Intelligence and IEEE Transactions on Neural Networks and Learning Systems.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer Nature
Date d'édition
2024
Langue
anglais
ISBN 10 
9819720109
ISBN 13 
9789819720101
Reliure
Relié
Nombre de pages
136
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9789819720132: Artificial Intelligent Algorithms for Image Dehazing and Non-Uniform Illumination Enhancement

Edition présentée

ISBN 10 :  9819720133 ISBN 13 :  9789819720132
Editeur : Springer, 2025
Couverture souple